{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d256bbd3-5c6e-4c71-b74a-af9f624ec42b",
   "metadata": {},
   "source": [
    "# 幂次变换\n",
    "## 原理回顾\n",
    "幂次变换的函数形式为$$g(x,y)=C\\times[f(x,y)]^{\\gamma}$$\n",
    "当$\\gamma > 1$时，图像的高灰度值区域会被拉伸，图像整体变亮，对比度增强；\n",
    "\n",
    "当$0 < \\gamma < 1$时，图像的低灰度值区域会被拉伸，图像整体变暗，对比度降低，有助于突出图像暗部细节；\n",
    "\n",
    "当$\\gamma < 0$时，图像的灰度值会发生反转，实现类似负片的效果。\n",
    "\n",
    "例如，若有一张室内照片，整体有些偏暗，高灰度值区域（比如窗户等较亮部分）的细节不太明显，当设置$\\gamma = 1.5$（$C = 1.0$）进行幂次变换后，照片中较亮部分的细节会被拉伸，整体图像变亮，对比度增强，窗户等区域的纹理等细节能看得更清楚。\n",
    "\n",
    "而如果设置$\\gamma = 0.5$（$C = 1.0$），则低灰度值区域会被拉伸，图像整体会变暗些，暗部（比如室内的一些阴影角落）的细节会更突出一些。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3e5d4a2c-8d4b-4f67-9838-2a32efdf18ab",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e17a57e3-5c8a-40b0-871c-a625b1b2ab67",
   "metadata": {},
   "outputs": [],
   "source": [
    "def power_transform(image, C=1.0, gamma=1.0):\n",
    "    \"\"\"\n",
    "    对输入图像进行幂次变换\n",
    "    :param image: 输入的图像（以灰度图形式，numpy数组表示）\n",
    "    :param C: 幂次变换的常数，默认值为1.0\n",
    "    :param gamma: 幂次，默认值为1.0\n",
    "    :return: 幂次变换后的图像（numpy数组表示）\n",
    "    \"\"\"\n",
    "    # 获取图像的高度和宽度\n",
    "    height, width = image.shape[:2]\n",
    "    t_image = [[0 for _ in range(width)] for _ in range(height)]\n",
    "    # 对图像的每个像素点进行幂次变换\n",
    "    for y in range(height):\n",
    "        for x in range(width):\n",
    "            pixel_value = image[y][ x]\n",
    "            # 根据幂次变换公式进行计算\n",
    "            new_value = C * (pixel_value ** gamma)\n",
    "            # 将计算结果限制在0-255范围内（假设输出图像也是8位灰度图），并转换为整数类型\n",
    "            new_value = np.clip(new_value, 0, 255).astype(np.uint8)\n",
    "            t_image[y][ x] = new_value\n",
    "    return t_image"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "abd495a4-bc44-4462-ae57-18ae81a22322",
   "metadata": {},
   "source": [
    "## 代码解释\n",
    "- **`power_transform`函数**：\n",
    "    - 该函数接受三个参数，`image`是输入的灰度图像，以二维的`numpy`数组形式传入（通过`cv2.imread`以灰度图模式读取图像得到的就是这种格式），`C`是幂次变换的常数，默认值为`1.0`，`gamma`是幂次，默认值也为`1.0`。\n",
    "    - 在函数内部，首先通过`image.shape[:2]`获取图像的高度和宽度，方便后续遍历每个像素点。\n",
    "    - 接着使用嵌套的`for`循环遍历图像的每一行（`y`）和每一列（`x`），获取每个像素点的当前灰度值`pixel_value`，按照幂次变换公式\\(g(x,y)=C\\times[f(x,y)]^{\\gamma}\\)进行计算，得到新的灰度值`new_value`。\n",
    "    - 由于计算得到的`new_value`可能超出图像像素值的有效范围（0 - 255），并且可能是浮点数，所以使用`np.clip`函数将其限制在0 - 255范围内，再通过`astype(np.uint8)`将其转换为8位无符号整数类型（符合图像像素值的常见数据类型要求），最后把更新后的像素值放回原图像对应的位置，完成整个图像的幂次变换并返回变换后的图像。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7e6767a2-ef9d-4003-a9e6-29fe4f6a9885",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 读取图像（以灰度图模式读取）\n",
    "image = cv2.imread('flower.jpg', 0)\n",
    "\n",
    "# 进行幂次变换示例（可根据实际情况调整参数）\n",
    "transformed_image = power_transform(image, C=0.1, gamma=1.5)\n",
    "\n",
    "# 使用matplotlib在Jupyter Notebook中显示原始图像和变换后的图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(transformed_image, cmap='gray')\n",
    "plt.title('Transformed Image')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "237f49f3-7a9e-4675-9533-ff546f340640",
   "metadata": {},
   "source": [
    "可以看到，图片经过幂次变换后整体变亮，曝光度变高，适合对更暗一些的图片进行处理，能够看清暗部的细节。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "86c70e7d-3b62-4bb1-a302-1481fe36be87",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
